基于代理的在线售后服务框架研究

Lu Zhang, Frans Coenen, Wei Huang, P. Leng
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引用次数: 1

摘要

构建智能系统的多智能体范式已逐渐被人工智能研究领域的研究者和实践者所接受。也有人尝试调整代理和基于代理的系统来创建工业应用程序和提供电子服务。在本文中,我们提出了一种利用代理构建在线售后服务系统的尝试。该系统被分解为四个主要的协作智能体,每个智能体专注于系统的特定方面,并使用各种技术来表达智能。根据Gala方法,从微观和宏观两个层面提出了基于主体的系统框架。UML符号也用于表示一些软件设计模型。因此,智能体被实现到一个框架中,该框架利用基于案例的推理(CBR)技术来完成现实生活中的在线服务的诊断和任务
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Towards an Agent-Based Framework for Online After-Sale Services
The multi-agent paradigm for building intelligent systems has gradually been accepted by researchers and practitioners in the research field of artificial intelligence. There are also attempts of adapting agents and agent-based systems for creating industrial applications and providing e-services. In this paper, we present an attempt to use agents for constructing an online after-sale services system. The system is decomposed into four major cooperative agents, and in which each agent concentrates on particular aspects in the system and expresses intelligence by using various techniques. The proposed agent-based framework for the system is presented at both the micro-level and the macro-level according to the Gala methodology. UML notations are also used to represent some software design models. As the result of this, agents are implemented into a framework for which exploits case-based reasoning (CBR) technique to fulfil real life on-line services' diagnoses and tasks
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